NEURAL NETWORK TRANSFER LEARNING FOR QUALITY OF TRANSMISSION PREDICTION

    公开(公告)号:US20190108445A1

    公开(公告)日:2019-04-11

    申请号:US16153018

    申请日:2018-10-05

    Abstract: Systems and methods for predicting performance of a modulation system are provided. A neural network model is trained using performance information of a source system. The neural network model is modified with transferable knowledge about a target system to be evaluated. The neural network model is tuned using specific characteristics of the target system to create a source-based target model. The target system performance is evaluated using the source-based target model to predict system performance of the target system.

    METHOD AND APPARATUS FOR REMOTE SENSING USING OPTICAL ORBITAL ANGULAR MOMENTUM (OAM) -BASED SPECTROSCOPY FOR DETECTING LATERAL MOTION OF A REMOTE OBJECT
    44.
    发明申请
    METHOD AND APPARATUS FOR REMOTE SENSING USING OPTICAL ORBITAL ANGULAR MOMENTUM (OAM) -BASED SPECTROSCOPY FOR DETECTING LATERAL MOTION OF A REMOTE OBJECT 有权
    用于远程感测的方法和装置,使用光学棱镜角(OAM) - 用于检测远程物体的横向运动的光谱

    公开(公告)号:US20160202090A1

    公开(公告)日:2016-07-14

    申请号:US14975252

    申请日:2015-12-18

    Abstract: A method and system for remote sensing using optical orbital angular momentum (OAM)-based spectroscopy for lateral motion detection. The method includes applying an OAM mode on a light beam to generate an OAM light beam, the OAM light beam having an optical OAM spectrum, applying an OAM optical beam tilt on the OAM light beam to generate a tilted OAM light beam, transmitting the tilted OAM light beam on a remote object, such that the remote object interacts with the tilted OAM light beam, receiving a reflected OAM spectrum associated with the remote object, the reflected OAM spectrum having power values of OAM modes on opposite sides of an OAM launch mode, and displaying lateral motion of the remote object based on the reflected OAM spectrum by comparing the power values.

    Abstract translation: 用于横向运动检测的基于光轨道角动量(OAM)的光谱的遥感方法和系统。 该方法包括在光束上施加OAM模式以产生OAM光束,OAM光束具有光学OAM光谱,在OAM光束上施加OAM光束倾斜以产生倾斜的OAM光束,透射倾斜的 OAM光束,使得远程对象与倾斜的OAM光束相互作用,接收与远程对象相关联的反射的OAM光谱,反射的OAM光谱具有在OAM发射模式的相对侧上的OAM模式的功率值 并且通过比较功率值,基于反射的OAM频谱来显示远程对象的横向运动。

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